metadata

license: mit
base_model: microsoft/layoutlm-base-uncased
tags:
  - generated_from_keras_callback
model-index:
  - name: aslessor/layoutlm-funsd-tf
    results: []

aslessor/layoutlm-funsd-tf

This model is a fine-tuned version of microsoft/layoutlm-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 1.1357
Validation Loss: 1.1454
Train Overall Precision: 0.3449
Train Overall Recall: 0.4952
Train Overall F1: 0.4066
Train Overall Accuracy: 0.5503
Epoch: 2

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16

Training results

Train Loss	Validation Loss	Train Overall Precision	Train Overall Recall	Train Overall F1	Train Overall Accuracy	Epoch
1.6900	1.4644	0.1772	0.1922	0.1844	0.4144	0
1.3402	1.2155	0.2920	0.4566	0.3562	0.4865	1
1.1357	1.1454	0.3449	0.4952	0.4066	0.5503	2

Framework versions

Transformers 4.35.2
TensorFlow 2.15.0
Datasets 2.17.0
Tokenizers 0.15.2